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Text Classification

6754 directly classified papers

Papers per year

Papers

Fair Text Classification via Transferable Representations JMLR 2025
amc: The Automated Mission Classifier for Telescope Bibliographies IJCNLP 2025
Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification IJCNLP 2025
A Survey of Quantum Natural Language Processing: From Compositional Models to NISQ-Era Empiricism IJCNLP 2025
AGHNA at SemEval-2025 Task 11: Predicting Emotion and Its Intensity within a Text with EmoBERTa SEMEVAL 2025
GOLDX at SemEval-2025 Task 11: RoBERTa for Text-Based Emotion Detection SEMEVAL 2025
KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SEMEVAL 2025
Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models AAAI 2025
Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges AAAI 2025
LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI AAAI 2025
NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models AAAI 2025
BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection AAAI 2025
Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025
Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition AAAI 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025
Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025
Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025
Large Language Models as Detectors or Instigators of Hate Speech in Low-resource Ethiopian Languages EMNLP 2025
Debiasing Large Language Models in Thai Political Stance Detection via Counterfactual Calibration EMNLP 2025
UoL-UPF at TSAR 2025 Shared Task A Generate-and-Select Approach for Readability-Controlled Text Simplification EMNLP 2025